This includes a leaflet map of the combined values as well as a list of the 15 highest ranking counties in Georgia for each vulnerability dimension (4 buckets + overall).
| COUNTY | overall_vulnerability_perc | percent_infrastructure_impacted | combo_flood_vuln | geometry |
|---|---|---|---|---|
| Colquitt | 0.9812 | 0.3754789 | 1.356679 | MULTIPOLYGON (((-84.01386 3… |
| Clinch | 0.9777 | 0.3505155 | 1.328215 | MULTIPOLYGON (((-82.9707 30… |
| Stewart | 0.9245 | 0.4025974 | 1.327097 | MULTIPOLYGON (((-85.06803 3… |
| Mitchell | 0.9879 | 0.2941176 | 1.282018 | MULTIPOLYGON (((-84.50513 3… |
| Clay | 0.9309 | 0.3404255 | 1.271326 | MULTIPOLYGON (((-85.14095 3… |
| Coffee | 0.9506 | 0.3079179 | 1.258518 | MULTIPOLYGON (((-83.15109 3… |
| Grady | 0.9258 | 0.3291667 | 1.254967 | MULTIPOLYGON (((-84.37931 3… |
| Pulaski | 0.8459 | 0.3846154 | 1.230515 | MULTIPOLYGON (((-83.6158 32… |
| Macon | 0.9312 | 0.2973978 | 1.228598 | MULTIPOLYGON (((-84.05295 3… |
| Calhoun | 0.9774 | 0.2500000 | 1.227400 | MULTIPOLYGON (((-84.82794 3… |
| Appling | 0.9669 | 0.2394678 | 1.206368 | MULTIPOLYGON (((-82.55069 3… |
| Turner | 0.9809 | 0.2242991 | 1.205199 | MULTIPOLYGON (((-83.80222 3… |
| Early | 0.9201 | 0.2829132 | 1.203013 | MULTIPOLYGON (((-85.1146 31… |
| Atkinson | 0.9615 | 0.2411348 | 1.202635 | MULTIPOLYGON (((-83.141 31…. |
| Candler | 0.9828 | 0.2146597 | 1.197460 | MULTIPOLYGON (((-82.25457 3… |
| COUNTY | socioeconomic_vulnerability_perc | percent_infrastructure_impacted | combo_flood_socio | geometry |
|---|---|---|---|---|
| Stewart | 0.9844 | 0.4025974 | 1.386997 | MULTIPOLYGON (((-85.06803 3… |
| Clay | 0.9818 | 0.3404255 | 1.322226 | MULTIPOLYGON (((-85.14095 3… |
| Colquitt | 0.9360 | 0.3754789 | 1.311479 | MULTIPOLYGON (((-84.01386 3… |
| Clinch | 0.9580 | 0.3505155 | 1.308515 | MULTIPOLYGON (((-82.9707 30… |
| Macon | 0.9892 | 0.2973978 | 1.286598 | MULTIPOLYGON (((-84.05295 3… |
| Mitchell | 0.9777 | 0.2941176 | 1.271818 | MULTIPOLYGON (((-84.50513 3… |
| Calhoun | 0.9943 | 0.2500000 | 1.244300 | MULTIPOLYGON (((-84.82794 3… |
| Lanier | 0.9471 | 0.2962963 | 1.243396 | MULTIPOLYGON (((-83.19776 3… |
| Irwin | 0.9481 | 0.2929936 | 1.241094 | MULTIPOLYGON (((-83.5007 31… |
| Early | 0.9449 | 0.2829132 | 1.227813 | MULTIPOLYGON (((-85.1146 31… |
| Atkinson | 0.9790 | 0.2411348 | 1.220135 | MULTIPOLYGON (((-83.141 31…. |
| Pulaski | 0.8252 | 0.3846154 | 1.209815 | MULTIPOLYGON (((-83.6158 32… |
| Berrien | 0.9621 | 0.2389706 | 1.201071 | MULTIPOLYGON (((-83.43901 3… |
| Taliaferro | 0.9745 | 0.2250000 | 1.199500 | MULTIPOLYGON (((-83.01087 3… |
| Brooks | 0.8933 | 0.3003096 | 1.193610 | MULTIPOLYGON (((-83.33829 3… |
| COUNTY | householdcomp_vulnerability_perc | percent_infrastructure_impacted | combo_flood_household | geometry |
|---|---|---|---|---|
| Grady | 0.9764 | 0.3291667 | 1.305567 | MULTIPOLYGON (((-84.37931 3… |
| Worth | 0.9312 | 0.3689320 | 1.300132 | MULTIPOLYGON (((-84.03269 3… |
| Clay | 0.9131 | 0.3404255 | 1.253526 | MULTIPOLYGON (((-85.14095 3… |
| McIntosh | 0.8558 | 0.3875000 | 1.243300 | MULTIPOLYGON (((-81.27939 3… |
| Pierce | 0.9328 | 0.2968750 | 1.229675 | MULTIPOLYGON (((-82.41725 3… |
| Clinch | 0.8777 | 0.3505155 | 1.228215 | MULTIPOLYGON (((-82.9707 30… |
| Early | 0.9398 | 0.2829132 | 1.222713 | MULTIPOLYGON (((-85.1146 31… |
| Thomas | 0.9424 | 0.2713311 | 1.213731 | MULTIPOLYGON (((-84.11901 3… |
| Pulaski | 0.8236 | 0.3846154 | 1.208215 | MULTIPOLYGON (((-83.6158 32… |
| Appling | 0.9605 | 0.2394678 | 1.199968 | MULTIPOLYGON (((-82.55069 3… |
| Turner | 0.9755 | 0.2242991 | 1.199799 | MULTIPOLYGON (((-83.80222 3… |
| Gordon | 0.8793 | 0.3113924 | 1.190692 | MULTIPOLYGON (((-85.1114 34… |
| Candler | 0.9736 | 0.2146597 | 1.188260 | MULTIPOLYGON (((-82.25457 3… |
| Cook | 0.8918 | 0.2951807 | 1.186981 | MULTIPOLYGON (((-83.57674 3… |
| Coffee | 0.8781 | 0.3079179 | 1.186018 | MULTIPOLYGON (((-83.15109 3… |
| COUNTY | minority_vulnerability_perc | percent_infrastructure_impacted | combo_flood_lang | geometry |
|---|---|---|---|---|
| Stewart | 0.9908 | 0.4025974 | 1.393397 | MULTIPOLYGON (((-85.06803 3… |
| Colquitt | 0.9370 | 0.3754789 | 1.312479 | MULTIPOLYGON (((-84.01386 3… |
| Telfair | 0.9567 | 0.2723577 | 1.229058 | MULTIPOLYGON (((-83.20749 3… |
| Grady | 0.8984 | 0.3291667 | 1.227567 | MULTIPOLYGON (((-84.37931 3… |
| Cobb | 0.9217 | 0.3027888 | 1.224489 | MULTIPOLYGON (((-84.73954 3… |
| Whitfield | 0.9341 | 0.2782427 | 1.212343 | MULTIPOLYGON (((-85.16755 3… |
| Atkinson | 0.9395 | 0.2411348 | 1.180635 | MULTIPOLYGON (((-83.141 31…. |
| Jenkins | 0.8953 | 0.2788845 | 1.174184 | MULTIPOLYGON (((-82.14794 3… |
| Coffee | 0.8615 | 0.3079179 | 1.169418 | MULTIPOLYGON (((-83.15109 3… |
| Brooks | 0.8586 | 0.3003096 | 1.158910 | MULTIPOLYGON (((-83.33829 3… |
| Mitchell | 0.8497 | 0.2941176 | 1.143818 | MULTIPOLYGON (((-84.50513 3… |
| Liberty | 0.8647 | 0.2750000 | 1.139700 | MULTIPOLYGON (((-81.8244 32… |
| Chatham | 0.8360 | 0.2944317 | 1.130432 | MULTIPOLYGON (((-81.3917 32… |
| Oglethorpe | 0.7354 | 0.3934426 | 1.128843 | MULTIPOLYGON (((-83.30662 3… |
| Gordon | 0.8150 | 0.3113924 | 1.126392 | MULTIPOLYGON (((-85.1114 34… |
| COUNTY | housing_vulnerability_perc | percent_infrastructure_impacted | combo_flood_housing | geometry |
|---|---|---|---|---|
| Colquitt | 0.9491 | 0.3754789 | 1.324579 | MULTIPOLYGON (((-84.01386 3… |
| Clinch | 0.9637 | 0.3505155 | 1.314215 | MULTIPOLYGON (((-82.9707 30… |
| Bulloch | 0.9583 | 0.3175355 | 1.275835 | MULTIPOLYGON (((-82.02684 3… |
| Pulaski | 0.8701 | 0.3846154 | 1.254715 | MULTIPOLYGON (((-83.6158 32… |
| Coffee | 0.9462 | 0.3079179 | 1.254118 | MULTIPOLYGON (((-83.15109 3… |
| Mitchell | 0.9592 | 0.2941176 | 1.253318 | MULTIPOLYGON (((-84.50513 3… |
| Calhoun | 0.9834 | 0.2500000 | 1.233400 | MULTIPOLYGON (((-84.82794 3… |
| Tattnall | 0.9608 | 0.2657658 | 1.226566 | MULTIPOLYGON (((-82.23371 3… |
| Macon | 0.9201 | 0.2973978 | 1.217498 | MULTIPOLYGON (((-84.05295 3… |
| Chattooga | 0.9669 | 0.2448980 | 1.211798 | MULTIPOLYGON (((-85.52726 3… |
| Wheeler | 0.9911 | 0.2127660 | 1.203866 | MULTIPOLYGON (((-82.93976 3… |
| Baldwin | 0.9494 | 0.2518248 | 1.201225 | MULTIPOLYGON (((-83.42674 3… |
| Wayne | 0.9752 | 0.2225434 | 1.197743 | MULTIPOLYGON (((-82.14795 3… |
| Liberty | 0.9195 | 0.2750000 | 1.194500 | MULTIPOLYGON (((-81.8244 32… |
| Turner | 0.9666 | 0.2242991 | 1.190899 | MULTIPOLYGON (((-83.80222 3… |
Using: https://cran.r-project.org/web/packages/biscale/biscale.pdf Palettes: https://slu-opengis.github.io/biscale/reference/bi_pal.html
Using: https://cran.r-project.org/web/packages/tricolore/vignettes/choropleth_maps_with_tricolore.html